{"id":"W3198149872","doi":"10.1093/ee/nvab090","title":"Life History, Biology, and Distribution of<i>Pterostichus melanarius</i>(Coleoptera: Carabidae) in North America","year":2021,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Range (aeronautics); Ecology; Generalist and specialist species; Distribution (mathematics); Habitat; Niche","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003499511,0.00009257751,0.0001785414,0.000009358839,0.00003566598,0.000004434592,0.00006451226,0.00007133402,0.0008028849],"category_scores_gemma":[0.00002910952,0.00004816337,0.00004218008,0.00005782507,0.0001371935,0.00004062035,0.00005572912,0.0001009379,0.00002135297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009472906,"about_ca_system_score_gemma":0.000009108752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00106361,"about_ca_topic_score_gemma":0.001770302,"domain_scores_codex":[0.9992778,0.00009948656,0.0001840162,0.0002194962,0.00004978738,0.0001694321],"domain_scores_gemma":[0.9997133,0.00009862961,0.00007057843,0.00004350072,0.000004660208,0.00006930115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007740285,0.0003099564,0.7671261,0.000004033605,0.00003229438,0.00005991198,0.0001799576,0.00001126208,0.2006351,0.0002285002,0.00040859,0.03092685],"study_design_scores_gemma":[0.0002479591,0.0002473933,0.951146,0.000003580101,0.00001375071,0.0000547898,0.0002226753,0.00006776392,0.0009197214,0.00004375826,0.04691745,0.0001151215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977209,0.0009580989,0.0000123868,0.0004159147,0.0001667671,0.00007083749,0.000280267,0.000007651051,0.0003671536],"genre_scores_gemma":[0.9981695,0.000235096,0.00001087207,0.0004608833,0.00004398728,0.0000143735,0.0009567217,5.632893e-7,0.0001079722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1997154,"threshold_uncertainty_score":0.8791026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007252324926099167,"score_gpt":0.1853769744036849,"score_spread":0.1781246494775858,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}